Model | Window size (secs) | Number of Samples | Accuracy on train set | Accuracy on test set | Precision | Recall | F1-score |
SVM | 10 | 278 | 0.65 | 0.48 | 0.58 | 0.54 | 0.56 |
| 30 | 95 | 0.65 | 0.50 | 0.50 | 0.43 | 0.46 |
RF | 10 | 278 | 0.99 | 0.71 | 0.85 | 0.63 | 0.72 |
| 30 | 95 | 0.98 | 0.71 | 0.88 | 0.50 | 0.64 |
MLP | 10 | 278 | 0.64 | 0.48 | 0.58 | 0.52 | 0.55 |
| 30 | 95 | 0.64 | 0.50 | 0.50 | 0.36 | 0.42 |
GGM-L | 10 | 278 | 0.73 | 0.57 | 0.77 | 0.21 | 0.32 |
| 30 | 95 | 0.67 | 0.59 | 1.00 | 0.18 | 0.31 |
| 601 | 48 | 0.80 | 0.66 | 0.77 | 0.47 | 0.58 |
| 602 | 48 | 0.94 | 0.94 | 0.94 | 0.97 | 0.96 |